Run
159769

Run 159769

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_NaiveBayes(1)Moa implementation of LeveragingBag
moa.LeveragingBag_NaiveBayes(1)_lmoa.classifiers.bayes.NaiveBayes
moa.LeveragingBag_NaiveBayes(1)_s10
moa.LeveragingBag_NaiveBayes(1)_w6.0
moa.LeveragingBag_NaiveBayes(1)_a0.002
moa.LeveragingBag_NaiveBayes(1)_ofalse
moa.LeveragingBag_NaiveBayes(1)_mLeveragingBag
moa.LeveragingBag_NaiveBayes(1)_r1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9079
Per class
Confusion matrix
F measure
0.8287
Per class
Kappa
0.6524
KB relative information score
637037.9346
Mean absolute error
0.1847
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8347
Per class
Predictive accuracy
0.8308
Prior entropy
1
Recall
0.8308
Per class
Relative absolute error
0.3694
Root mean prior squared error
0.5
Root mean squared error
0.3671
Root relative squared error
0.7341